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SAM uses learning-based techniques to generates high-fidelity databases from query workloads, which has wide applications in cloud database benchmarking and stress testing.

Your can learn more about SAM in our SIGMOD 2022 paper, SAM: Database Generation from Query Workloads with Supervised Autoregressive Models.

SAM is open-sourced on GitHub Link.